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Telos

You define meaning. Agents define execution.


What Is This

Telos is a minimal framework for intent-driven agentic development on Claude Code.

You provide one thing: what matters and why. The system designs itself around your intent — including which agents to create, how they coordinate, and when to restructure.

There is no pre-defined agent topology. No boilerplate orchestration. You state your goal, and a meta-agent designs the optimal development workflow at runtime.


How It Works

You run `npx @youssefaltai/telos init`
    └── CLI asks what you're building, what success looks like, what's out of scope
          └── Generates 3 files: INTENT.md, CLAUDE.md, .claude/agents/meta-agent.md
                └── You open Claude Code and say "begin."
                      └── Meta-agent reads your intent
                            └── Designs the agent topology your project needs
                                  └── Writes agent definitions to .claude/agents/
                                        └── Goes dormant. Orchestrator takes over.
                                              └── Agents do the work. System self-improves.

What Gets Generated

Telos generates exactly 3 files:

File Purpose
INTENT.md Your goal, success criteria, and non-goals. Written once, never modified by agents.
CLAUDE.md Entry point for Claude Code. Tells it how to bootstrap and orchestrate.
.claude/agents/meta-agent.md The agent that designs all other agents based on your intent.

Everything else — the agent topology, the hooks, the coordination logic — is decided at runtime by the meta-agent.


Getting Started

1. Initialize

npx @youssefaltai/telos init

Answer the prompts about your project's goal, success criteria, and boundaries.

2. Bootstrap

Open Claude Code in the project directory and say:

begin.

The meta-agent analyzes your intent and generates the agents your project needs — real Claude Code subagents with tool restrictions, model selection, and worktree isolation.

3. Build

Once bootstrapped, give tasks naturally. The orchestrator dispatches to the right agents. You only get interrupted when a decision genuinely requires you.


Key Ideas

No pre-defined topology. The meta-agent decides what agents your project needs. A simple project might get 3 agents. A complex one might get 10. The topology fits the intent, not the other way around.

Native Claude Code subagents. Every agent is a real .claude/agents/*.md definition — not a role-played persona. Each agent has its own tool restrictions, model selection, and optional worktree isolation.

Self-improving. The meta-agent goes dormant after bootstrap. It reactivates when the system needs restructuring — repeated failures, scope changes, topology gaps, or major milestones.

Mechanical enforcement. Rules that matter are enforced through tool restrictions and hooks, not prompt instructions agents promise to follow. A critic agent that cannot edit files will never accidentally edit files.

Locked intent. INTENT.md is the root truth. No agent modifies it. Everything downstream serves it.


The One Thing That Stays Human

In a fully recursive system, one input is irreducible: does this matter?

You answer that in INTENT.md. Everything else is agent territory.

About

A minimal framework for fully recursive, intent-driven agentic development. You define the goal. Agents define everything else.

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